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Ai

243 posts filed under Ai.

Apr 7, 2026 Organizational Dynamics

The RACI Nobody Wants to Fill In (And Why That's the Problem)

Everyone agrees on "data ownership." Nobody agrees on who actually owns what.

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Apr 6, 2026 Organizational Dynamics

The Metadata Moment: When 'Where Is This Data?' Costs You Two Engineers

Two full-time equivalents on your data team do nothing but answer questions all day.

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Apr 4, 2026 Data Architecture & Strategy

Data Lineage: From 'Nice to Have' to 'Must Have

Without data lineage, every schema change is a game of "what did we just break."

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Apr 3, 2026 Data Architecture & Strategy

The Data Product Roadmap Template (3 Horizons)

Your data roadmap is a wishlist - here's the 3-horizon framework that turns it into strategy.

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Apr 2, 2026 Organizational Dynamics

2026 Data Hiring: From 'Find Unicorns' to 'Build Balanced Teams

The unicorn data engineer doesn't exist - but the balanced data team does.

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Apr 1, 2026 Organizational Dynamics

The "Just Use Excel" Moment (And Why It Happened)

When the CFO opens Excel instead of your dashboard, your data team has already lost.

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Mar 31, 2026 Data Architecture & Strategy

Build, Buy, or Partner? The Question Most Data Teams Answer Wrong

Your engineers want to build it, your CFO wants to buy it - here's the framework that settles it in 30 minutes.

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Mar 30, 2026 Data Architecture & Strategy

The 2x2 That Kills 80% of Data Initiative Debates

The 2x2 matrix isn't new - but most data teams still score "value" completely wrong.

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Mar 29, 2026 Fractional & Leadership

The Fractional Engagement - 2 Days Per Week, EUR120K Impact

A client budgeted for a full-time data architect they couldn't find, so we tried something different.

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Mar 28, 2026 Organizational Dynamics

Data Governance - The Spectrum from Anarchy to Bureaucracy

Your data governance is either too loose to trust or too tight to ship.

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